COVID19 DETECTION FROM XRAY SAMPLES

OVERVIEW

[DISCLAIMER] This is a research project to analyse feasibility of putting efficient deep learning models in production for detecting COVID19 samples from xray as fast and precise as possible.

The accpeted input image formats are jpeg

dataset credits and link : https://www.kaggle.com/darshan1504/covid19-detection-xray-dataset google drive link: https://drive.google.com/file/d/1PZvvxrHk83dUz5zTQ3mdkO0uBkilmlxg/view?usp=sharing

Execution:

To install required packages

pip3 install -r requirements.txt

The jupyter notebook covid19_classifcation.ipynb consists of all steps to train , test model

Known Issues

As previously said this a research project and covid19 data is sparse , the results can be unreliable.

ToDo

Collect more covid19 data. Visualize representation of model on both covid19 and noncovid19 samples